Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 581–590 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
In-Context Retrieval-Augmented Language Models	Jan 31, 2023	Language ModelingLanguage Modelling	CodeCode Available	2	5
InPars: Data Augmentation for Information Retrieval using Large Language Models	Feb 10, 2022	Data AugmentationDiversity	CodeCode Available	2	5
Language Model Powered Digital Biology with BRAD	Sep 4, 2024	ChatbotCode Generation	CodeCode Available	2	5
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales	Jun 19, 2024	DenoisingIn-Context Learning	CodeCode Available	2	5
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition	Mar 20, 2023	RetrievalScene Understanding	CodeCode Available	2	5
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval	Apr 11, 2024	DecoderDense Video Captioning	CodeCode Available	2	5
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models	Oct 13, 2023	Knowledge Base Question AnsweringKnowledge Graphs	CodeCode Available	2	5
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets	Jan 20, 2025	Retrieval	CodeCode Available	2	5
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval	Apr 21, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	2	5
Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation Accuracy	Dec 20, 2023	Language ModelingLanguage Modelling	CodeCode Available	2	5

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified